TRABALHOS DE FIM DE CURSO @PUC-Rio
| Título: | USING COMPUTER VISION TO RECOGNIZE MAKEUP BRANDS AND TYPES OF FITZPATRICK SKIN, ACCORDING TO THE TAYLOR HYPERPIGMENTATION SCALE | ||||||||||||
| Autor(es): |
JULIANA HELUY DO PRADO |
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| Colaborador(es): |
MARCELO GATTASS - Orientador LUIZ FERNANDO TRINDADE SANTOS - Coorientador |
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| Catalogação: | 06/SET/2022 | Língua(s): | PORTUGUESE - BRAZIL |
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| Tipo: | TEXT | Subtipo: | SENIOR PROJECT | ||||||||||
| Notas: |
[pt] Todos os dados constantes dos documentos são de inteira responsabilidade de seus autores. Os dados utilizados nas descrições dos documentos estão em conformidade com os sistemas da administração da PUC-Rio. [en] All data contained in the documents are the sole responsibility of the authors. The data used in the descriptions of the documents are in conformity with the systems of the administration of PUC-Rio. |
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| Referência(s): |
[pt] https://www.maxwell.vrac.puc-rio.br/projetosEspeciais/TFCs/consultas/conteudo.php?strSecao=resultado&nrSeq=60510@1 [en] https://www.maxwell.vrac.puc-rio.br/projetosEspeciais/TFCs/consultas/conteudo.php?strSecao=resultado&nrSeq=60510@2 |
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| DOI: | https://doi.org/10.17771/PUCRio.acad.60510 | ||||||||||||
| Resumo: | |||||||||||||
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The beauty industry is an ever growing market, and it isn t as explored by
technology as it could be when it comes to the company-consumer relationship.
Currently the biggest means of communication is YouTube, with influencers
reviewing every product. However, the search for personalized content is still
scarce. Considering this, the objective of this Final Project is to train the object
detection computer vision model, YOLOv5, to recognize logos. Roboflow will
also be used to annotate and split the database. Also, considering the scope
of the project, a Convolutional Neural Network will be implemented to detect
the face and recognize the skin using K-Means. Also, the Fitzpatrick skin type
will be defined, according to the Taylor Hyperpigmentation scale.
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